| Machine learning and uncertainty quantification for surrogate models of integrated devices with a large number of parameters R Trinchero, M Larbi, HM Torun, FG Canavero, M Swaminathan IEEE Access 7, 4056-4066, 2018 | 82 | 2018 |
| Variability impact of many design parameters: The case of a realistic electronic link M Larbi, IS Stievano, FG Canavero, P Besnier IEEE Transactions on Electromagnetic Compatibility 60 (1), 34-41, 2017 | 45 | 2017 |
| Probability of EMC failure and sensitivity analysis with regard to uncertain variables by reliability methods M Larbi, P Besnier, B Pecqueux IEEE Transactions on Electromagnetic Compatibility 57 (2), 274-282, 2014 | 28 | 2014 |
| The adaptive controlled stratification method applied to the determination of extreme interference levels in EMC modeling with uncertain input variables M Larbi, P Besnier, B Pecqueux IEEE Transactions on Electromagnetic Compatibility 58 (2), 543-552, 2016 | 21 | 2016 |
| Analysis of parameter variability in an integrated wireless power transfer system via partial least-squares regression M Larbi, R Trinchero, FG Canavero, P Besnier, M Swaminathan IEEE Transactions on Components, Packaging and Manufacturing Technology 10 …, 2020 | 18 | 2020 |
| Behavioral Modeling of Tunable I/O Drivers with Preemphasis Including Power Supply Noise H Yu, T Michalka, M Larbi, M Swaminathan IEEE Transactions on Very Large Scale Integration, pp. 1-10, 2019 | 18 | 2019 |
| A Bayesian framework for optimizing interconnects in high-speed channels HM Torun, M Larbi, M Swaminathan 2018 IEEE MTT-S International Conference on Numerical Electromagnetic and …, 2018 | 17 | 2018 |
| Statistical analysis of the efficiency of an integrated voltage regulator by means of a machine learning model coupled with Kriging regression R Trinchero, M Larbi, M Swaminathan, FG Canavero IEEE Electromagnetic Compatibility Magazine 10 (1), 72-75, 2021 | 10 | 2021 |
| Analysis of parameter variability in integrated devices by partial least squares regression M Larbi, R Trinchero, FG Canavero, P Besnier, M Swaminathan 2020 IEEE 24th workshop on signal and power integrity (SPI), 1-4, 2020 | 10 | 2020 |
| Uncertainty quantification of SiP based integrated voltage regulator M Larbi, HM Torun, M Swaminathan, IS Stievano, FG Cañavero, ... 2018 IEEE 22nd Workshop on Signal and Power Integrity (SPI), 1-4, 2018 | 6 | 2018 |
| Méthodes statistiques pour le calcul d’interférences électromagnétiques extrêmes au sein de systèmes complexes M Larbi INSA de Rennes, 2016 | 6 | 2016 |
| Probability of extreme interference levels computed from reliability approaches: Application to transmission lines with uncertain parameters M Larbi, P Besnier, B Pecqueux 2014 International Symposium on Electromagnetic Compatibility, 647-652, 2014 | 6 | 2014 |
| Estimation of parameter variability for high dimensional microwave problems via partial least squares M Larbi, HM Torun, M Swaminathan 2019 IEEE MTT-S International Microwave Symposium (IMS), 940-943, 2019 | 5 | 2019 |
| Behavioral modeling of pre-emphasis drivers including power supply noise using neural networks H Yu, J Shin, T Michalka, M Larbi, M Swaminathan 2019 IEEE 10th Latin American Symposium on Circuits & Systems (LASCAS), 37-40, 2019 | 5 | 2019 |
| Identfication of main factors of uncertainty in a microstrip line network M Larbi, IS Stievano, F Canavero, P Besnier Progress In Electromagnetics Research 162, 61-72, 2018 | 5 | 2018 |
| Behavioral modeling of tunable I/O drivers with pre-emphasis using neural networks H Yu, J Shin, T Michalka, M Larbi, M Swaminathan 20th International Symposium on Quality Electronic Design (ISQED), 247-252, 2019 | 4 | 2019 |
| Crosstalk analysis of printed circuits with many uncertain parameters using sparse polynomial chaos metamodels M Larbi, IS Stievano, FG Canavero, P Besnier 2017 International Symposium on Electromagnetic Compatibility-EMC EUROPE, 1-6, 2017 | 4 | 2017 |
| Plane wave coupling to an aerial electrical cable. Assessment of extreme interference levels with the controlled stratification method M Larbi, P Besnier, B Pecqueux, F Puybaret 2016 International Symposium on Electromagnetic Compatibility-EMC EUROPE …, 2016 | 4 | 2016 |
| Machine Learning-Based System Optimization and Uncertainty Quantification for Integrated Systems HM Torun, M Larbi, M Swaminathan Machine Learning in VLSI Computer-Aided Design, 505-536, 2019 | 1 | 2019 |
| The controlled stratification method to estimate extreme quantiles in the field of EMC modelling M Larbi, P Besnier, B Pecqueux 2015 IEEE International Symposium on Electromagnetic Compatibility (EMC …, 2015 | 1 | 2015 |
Madhavan SwaminathanDept Head EE; William E. Leonhard Endowed Chair; Director CHIMES (an SRC JUMP 2.0 Center) Penn StateVerified email at psu.edu
